Hunyuan-DiT vs WizardLM 2 8x22B

Compare Hunyuan-DiT and WizardLM 2 8x22B: pricing, performance, context window, latency, and best use cases. Side-by-side comparison on XALEN.

Updated 2026-05-21 · By Abhishek Raj · Our methodology

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Feature Hunyuan-DiT WizardLM 2 8x22B
CategoryImageOpen Source
Parameters~5B176B (22B active)
Context WindowN/A65K
Input Price$0.004/image/1M tokens$0.04/1M tokens
Output PriceN/A/1M tokens$0.08/1M tokens
Latency~4s~350ms

Choose Hunyuan-DiT when:

  • ✓ Bilingual graphics
  • ✓ Cultural content
  • ✓ Marketing
Key Strengths:

Bilingual text, Good quality, Cultural imagery

Choose WizardLM 2 8x22B when:

  • ✓ Complex instructions
  • ✓ Math tasks
  • ✓ Structured output
Key Strengths:

Strong instruction following, Good math, MoE efficient

Verdict: Hunyuan-DiT vs WizardLM 2 8x22B

For cost efficiency, Hunyuan-DiT wins at $0.004/image/1M input tokens. For speed, WizardLM 2 8x22B is faster at ~350ms. Hunyuan-DiT excels at Bilingual graphics while WizardLM 2 8x22B is better for Complex instructions. Both are available on XALEN through a single API — try them in the Playground to see which fits your workload.

Detailed Analysis

Pricing Comparison

Hunyuan-DiT costs $0.004/image/1M input tokens and N/A/1M output tokens. WizardLM 2 8x22B costs $0.04 input and $0.08 output. Hunyuan-DiT is 10.0x cheaper on input tokens. XALEN offers batch processing at 50% discount on both models.

Performance & Context

Hunyuan-DiT has a N/A context window with ~4s latency. WizardLM 2 8x22B offers 65K context at ~350ms. WizardLM 2 8x22B has the larger context window.

Best For

Hunyuan-DiT (Image) is optimized for: Bilingual graphics, Cultural content, Marketing. WizardLM 2 8x22B (Open Source) works best for: Complex instructions, Math tasks, Structured output.

Try Both on XALEN

Both models are available through XALEN's OpenAI-compatible API. Switch between them by changing the model parameter:

from xalen import XALEN

client = XALEN(api_key="xln_test_YOUR_KEY")

# Use Hunyuan-DiT
response_a = client.chat.completions.create(
    model="hunyuan-dit",
    messages=[{"role": "user", "content": "Your question here"}]
)

# Use WizardLM 2 8x22B
response_b = client.chat.completions.create(
    model="wizardlm-2-8x22b",
    messages=[{"role": "user", "content": "Your question here"}]
)

Start Building with XALEN

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Get API Key Try in Playground

Frequently Asked Questions

Which is better, Hunyuan-DiT or WizardLM 2 8x22B?

Hunyuan-DiT (Image, ~5B) offers Bilingual text. WizardLM 2 8x22B (Open Source, 176B (22B active)) offers Strong instruction following. Choose Hunyuan-DiT for Bilingual graphics or WizardLM 2 8x22B for Complex instructions.

How much does Hunyuan-DiT cost vs WizardLM 2 8x22B?

Hunyuan-DiT: $0.004/image/1M input, N/A/1M output. WizardLM 2 8x22B: $0.04/1M input, $0.08/1M output. Both available on XALEN with batch processing at 50% discount.

Can I use both models on XALEN?

Yes. XALEN provides 200+ models through a single OpenAI-compatible API. Switch between Hunyuan-DiT and WizardLM 2 8x22B by changing the model parameter. No code changes needed.

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Last updated: 2026-05-21. Pricing and specifications may change. Check pricing page for latest rates.